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Paladin: Defending LLM-enabled Phishing Emails with a New Trigger-Tag Paradigm
Yan Pang, Wenlong Meng, Xiaojing Liao +1
With the rapid development of large language models, the potential threat of their malicious use, particularly in generating phishing content, is becoming increasingly prevalent. L…
Towards Understanding Unsafe Video Generation
Yan Pang, Aiping Xiong, Yang Zhang +1
Video generation models (VGMs) have demonstrated the capability to synthesize high-quality output. It is important to understand their potential to produce unsafe content, such as…
VGMShield: Mitigating Misuse of Video Generative Models
Yan Pang, Baicheng Chen, Yang Zhang +1
With the rapid advancement in video generation, people can conveniently use video generation models to create videos tailored to their specific desires. As a result, there are also…
Black-box Membership Inference Attacks against Fine-tuned Diffusion Models
Yan Pang, Tianhao Wang
With the rapid advancement of diffusion-based image-generative models, the quality of generated images has become increasingly photorealistic. Moreover, with the release of high-qu…